Broken link fixed

Author: pritamso

articles/machine-learning/how-to-auto-train-nlp-models.md

@@ -328,9 +328,9 @@ See the following sample YAML files for each NLP task.
 
 See the sample notebooks for detailed code examples for each NLP task. 
 
-* [Multi-class text classification](https://github.com/Azure/azureml-examples/blob/main/sdk/python/jobs/automl-standalone-jobs/automl-nlp-text-classification-multiclass-task-sentiment-analysis/automl-nlp-text-classification-multiclass-task-sentiment.ipynb)
+* [Multi-class text classification](https://github.com/Azure/azureml-examples/blob/main/sdk/python/jobs/automl-standalone-jobs/automl-nlp-text-classification-multiclass-task-sentiment-analysis/automl-nlp-multiclass-sentiment.ipynb)
 * [Multi-label text classification](
-https://github.com/Azure/azureml-examples/blob/main/sdk/python/jobs/automl-standalone-jobs/automl-nlp-text-classification-multilabel-task-paper-categorization/automl-nlp-text-classification-multilabel-task-paper-cat.ipynb)
+https://github.com/Azure/azureml-examples/blob/main/sdk/python/jobs/automl-standalone-jobs/automl-nlp-text-classification-multilabel-task-paper-categorization/automl-nlp-multilabel-paper-cat.ipynb)
 * [Named entity recognition](https://github.com/Azure/azureml-examples/blob/main/sdk/python/jobs/automl-standalone-jobs/automl-nlp-text-named-entity-recognition-task/automl-nlp-text-ner-task.ipynb)
 
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